Public recordModerate
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-17 03:07 UTC
rosettacommons / atomworks
A generalized computational framework for biomolecular modeling.
rosettacommons/atomworks holds a health index of 68 out of 100, placing it in the Moderate band. It scores highest on Vitality (81/100) and lowest on AI Readiness (48/100). It was last updated 6 days ago. A single contributor accounts for most of its recent work.
68
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
68
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Ownership
RosettaCommonsOrganization
1,164 followers52 public repossince Mar 2013
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| PyPI | atomworks | 2.2.1 | 19,385 | 12 | 38 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
81
Development activity
83Good
How it's scored
| 36/36 | Push recency — last push 6 days ago |
| 18.7/36 | Commit cadence — 27/52 weeks with commits |
| 18/18 | Commit volume — 415 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 12 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 415 |
| human_commit_share | — |
| days_since_last_push | 6 |
| active_weeks_last_year | 27 |
Release discipline
78Good
How it's scored
| 27/27 | Ships releases — 9 releases published |
| 16.2/36 | Release recency — latest release 209 days ago |
| 27/27 | Release cadence — a release every ~15.4 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 9 |
| latest_release_tag | v2.2.0 |
| releases_from_tags | no |
| days_since_latest_release | 209 |
| mean_days_between_releases | 15.4 |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
63
Popularity & adoption
63Moderate
How it's scored
| 42.7/60 | Stars — 432 stars |
| 13.9/25 | Forks — 47 forks |
| 6.2/15 | Watchers — 14 watchers |
Inputs used
| forks | 47 |
| stars | 432 |
| watchers | 14 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
57Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (BSD-3-Clause) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | yes |
How it's scored
| 57.2/80 | Monthly downloads — 19,385 downloads/month across pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | atomworks |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 19,385 |
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
64
Maintainer resilience (bus factor)
42At risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 9.6/22.5 | Commit distribution — top contributor authored 57% of commits |
| 13.5/13.5 | Contributor breadth — 27 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 9 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 27 |
| top_contributor_share | 0.574 |
Issue & PR responsiveness
50Moderate
How it's scored
| 16.1/46.8 | Issue resolution — 34% of issues closed |
| 32.5/38.3 | PR acceptance — 45/53 decided PRs merged |
| 1.5/15 | OpenSSF Scorecard: Code-Review — Found 3/19 approved changesets -- score normalized to 1 |
Inputs used
| merged_prs | 45 |
| open_issues | 21 |
| closed_issues | 11 |
| issue_closed_ratio | 0.344 |
| closed_unmerged_prs | 8 |
Ownership & stewardship
77Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 22/25 | Owner reach — 1,164 followers of RosettaCommons |
| 24.6/25 | Track record — 52 public repos, account ~13 yr old |
Inputs used
| followers | 1,164 |
| owner_type | Organization |
| is_verified | — |
| owner_login | RosettaCommons |
| public_repos | 52 |
| account_age_days | 4,873 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 38 days ago |
| 20/20 | Version history — 12 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | atomworks |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 38 |
Engineering Quality
Are baseline engineering and documentation practices in place?
76
Engineering practices
66Moderate
How it's scored
| 24/24 | CI workflows — 2 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard: CI-Tests — 9 out of 10 merged PRs checked by a CI test -- score normalized to 9 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://rosettacommons.github.io/atomworks/latest/ |
| 10/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | https://rosettacommons.github.io/atomworks/latest/ |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
49
Security posture
49At risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2.2/2.5 | CI-Tests — 9 out of 10 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0.8/7.5 | Code-Review — Found 3/19 approved changesets -- score normalized to 1 |
| 2.5/2.5 | Contributors — project has 9 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 12 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 3/5 | SAST — SAST tool is not run on all commits -- score normalized to 6 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 6.8/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 52 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4.9 |
Excluded from scoring (no data or not applicable): signed_releases. Remaining weights renormalized.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
48
Agent context & guidance
1Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
| 18/18 | One-command bootstrap — Makefile, docs/Makefile |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — src/atomworks/py.typed |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | uv.lock |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | Makefile, docs/Makefile |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | src/atomworks/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (src/atomworks/py.typed) |
| 54.6/55 | Manageable file sizes — 2/257 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 73,714 |
| source_files_sampled | 257 |
| oversized_source_files | 2 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples, notebooks |
Inputs used
| example_dirs | examples, notebooks |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
432GitHub stars
27contributors
415commits, last 12 months
6days since last push
9releases
1bus factor
21open issues
PyPIpackage ecosystems
More detail
OpenSSF Scorecard 4.9 / 10
4.9aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 9 | CI-Tests | 9 out of 10 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 1 | Code-Review | Found 3/19 approved changesets -- score normalized to 1 |
| 10 | Contributors | project has 9 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 12 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 6 | SAST | SAST tool is not run on all commits -- score normalized to 6 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 9 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 52 existing vulnerabilities detected |
Direct dependencies 14
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | cython | >=3.0.0 | pyproject.toml |
| PyPI | cytoolz | >=0.12.3 | pyproject.toml |
| PyPI | tqdm | >=4.65.0 | pyproject.toml |
| PyPI | typer | >=0.12.5 | pyproject.toml |
| PyPI | numpy | >=1.25.0 | pyproject.toml |
| PyPI | scipy | >=1.13.1 | pyproject.toml |
| PyPI | pandas | >=2.2 | pyproject.toml |
| PyPI | pyarrow | >=17.0.0 | pyproject.toml |
| PyPI | zstandard | >=0.21.0 | pyproject.toml |
| PyPI | py3Dmol | >=2.2.1 | pyproject.toml |
| PyPI | pymol-remote | >=0.0.5 | pyproject.toml |
| PyPI | biotite | ==1.4.0 | pyproject.toml |
| PyPI | hydride | >=1.2.3 | pyproject.toml |
| PyPI | rdkit | >=2024.3.5 | pyproject.toml |
All dependencies 162
Full resolved dependency set from the GitHub dependency graph: 27 direct and 135 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | biotite | 1.4.0 | direct |
| PyPI | cython | — | direct |
| PyPI | cython | 3.2.2 | direct |
| PyPI | cytoolz | — | direct |
| PyPI | cytoolz | 0.12.3 | direct |
| PyPI | hydride | — | direct |
| PyPI | hydride | 1.2.3 | direct |
| PyPI | numpy | — | direct |
| PyPI | numpy | 2.3.5 | direct |
| PyPI | pandas | — | direct |
| PyPI | pandas | 2.3.3 | direct |
| PyPI | py3dmol | — | direct |
| PyPI | py3dmol | 2.5.3 | direct |
| PyPI | pyarrow | — | direct |
| PyPI | pyarrow | 17.0.0 | direct |
| PyPI | pymol-remote | — | direct |
| PyPI | pymol-remote | 1.1.0 | direct |
| PyPI | rdkit | — | direct |
| PyPI | rdkit | 2025.3.6 | direct |
| PyPI | scipy | — | direct |
| PyPI | scipy | 1.16.3 | direct |
| PyPI | tqdm | — | direct |
| PyPI | tqdm | 4.67.1 | direct |
| PyPI | typer | — | direct |
| PyPI | typer | 0.20.0 | direct |
| PyPI | zstandard | — | direct |
| PyPI | zstandard | 0.25.0 | direct |
| PyPI | accessible-pygments | 0.0.5 | indirect |
| PyPI | alabaster | 1.0.0 | indirect |
| PyPI | appnope | 0.1.4 | indirect |
| PyPI | ase | 3.26.0 | indirect |
| PyPI | ase-db-backends | 0.11.0 | indirect |
| PyPI | asttokens | 3.0.1 | indirect |
| PyPI | atomworks | — | indirect |
| PyPI | atomworks | 2.1.2 | indirect |
| PyPI | babel | 2.17.0 | indirect |
| PyPI | beartype | 0.22.8 | indirect |
| PyPI | beautifulsoup4 | 4.14.3 | indirect |
| PyPI | biotraj | 1.2.2 | indirect |
| PyPI | certifi | 2025.11.12 | indirect |
| PyPI | cffi | 2.0.0 | indirect |
| PyPI | charset-normalizer | 3.4.4 | indirect |
| PyPI | click | 8.3.1 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | comm | 0.2.3 | indirect |
| PyPI | contourpy | 1.3.3 | indirect |
| PyPI | coverage | 7.13.0 | indirect |
| PyPI | cryptography | 46.0.3 | indirect |
| PyPI | cycler | 0.12.1 | indirect |
| PyPI | debugpy | 1.8.17 | indirect |
| PyPI | decorator | 5.2.1 | indirect |
| PyPI | docutils | 0.21.2 | indirect |
| PyPI | einops | 0.8.1 | indirect |
| PyPI | execnet | 2.1.2 | indirect |
| PyPI | executing | 2.2.1 | indirect |
| PyPI | filelock | 3.20.0 | indirect |
| PyPI | fonttools | 4.61.0 | indirect |
| PyPI | fsspec | 2025.12.0 | indirect |
| PyPI | ghp-import | — | indirect |
| PyPI | hatch-vcs | — | indirect |
| PyPI | hatchling | — | indirect |
| PyPI | idna | 3.11 | indirect |
| PyPI | imagesize | 1.4.1 | indirect |
| PyPI | iniconfig | 2.3.0 | indirect |
| PyPI | ipykernel | 7.1.0 | indirect |
| PyPI | ipython | 9.8.0 | indirect |
| PyPI | ipython-pygments-lexers | 1.1.1 | indirect |
| PyPI | jaxtyping | 0.3.3 | indirect |
| PyPI | jedi | 0.19.2 | indirect |
| PyPI | jinja2 | 3.1.6 | indirect |
| PyPI | jupyter-client | 8.7.0 | indirect |
| PyPI | jupyter-core | 5.9.1 | indirect |
| PyPI | kiwisolver | 1.4.9 | indirect |
| PyPI | lmdb | 1.7.5 | indirect |
| PyPI | markdown-it-py | 4.0.0 | indirect |
| PyPI | markupsafe | 3.0.3 | indirect |
| PyPI | matplotlib | — | indirect |
| PyPI | matplotlib | 3.10.7 | indirect |
| PyPI | matplotlib-inline | 0.2.1 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | mpmath | 1.3.0 | indirect |
| PyPI | msgpack | 1.1.2 | indirect |
| PyPI | nbsphinx | — | indirect |
| PyPI | nest-asyncio | 1.6.0 | indirect |
| PyPI | networkx | 3.6.1 | indirect |
| PyPI | nvidia-cublas-cu12 | 12.6.4.1 | indirect |
| PyPI | nvidia-cuda-cupti-cu12 | 12.6.80 | indirect |
| PyPI | nvidia-cuda-nvrtc-cu12 | 12.6.77 | indirect |
| PyPI | nvidia-cuda-runtime-cu12 | 12.6.77 | indirect |
| PyPI | nvidia-cudnn-cu12 | 9.5.1.17 | indirect |
| PyPI | nvidia-cufft-cu12 | 11.3.0.4 | indirect |
| PyPI | nvidia-cufile-cu12 | 1.11.1.6 | indirect |
| PyPI | nvidia-curand-cu12 | 10.3.7.77 | indirect |
| PyPI | nvidia-cusolver-cu12 | 11.7.1.2 | indirect |
| PyPI | nvidia-cusparse-cu12 | 12.5.4.2 | indirect |
| PyPI | nvidia-cusparselt-cu12 | 0.6.3 | indirect |
| PyPI | nvidia-nccl-cu12 | 2.26.2 | indirect |
| PyPI | nvidia-nvjitlink-cu12 | 12.6.85 | indirect |
| PyPI | nvidia-nvtx-cu12 | 12.6.77 | indirect |
| PyPI | openbabel-wheel | 3.1.1.22 | indirect |
| PyPI | packaging | 25.0 | indirect |
| PyPI | pandoc | — | indirect |
| PyPI | parso | 0.8.5 | indirect |
| PyPI | pexpect | 4.9.0 | indirect |
| PyPI | pillow | 12.0.0 | indirect |
| PyPI | platformdirs | 4.5.1 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | prompt-toolkit | 3.0.52 | indirect |
| PyPI | psutil | 7.1.3 | indirect |
| PyPI | psycopg2-binary | 2.9.11 | indirect |
| PyPI | ptyprocess | 0.7.0 | indirect |
| PyPI | pure-eval | 0.2.3 | indirect |
| PyPI | py-cpuinfo | 9.0.0 | indirect |
| PyPI | pycparser | 2.23 | indirect |
| PyPI | pydata-sphinx-theme | — | indirect |
| PyPI | pydata-sphinx-theme | 0.16.1 | indirect |
| PyPI | pygments | 2.19.2 | indirect |
| PyPI | pymysql | 1.1.2 | indirect |
| PyPI | pyparsing | 3.2.5 | indirect |
| PyPI | pytest | 8.4.2 | indirect |
| PyPI | pytest-benchmark | 5.2.3 | indirect |
| PyPI | pytest-cov | 4.1.0 | indirect |
| PyPI | pytest-dotenv | 0.5.2 | indirect |
| PyPI | pytest-testmon | 2.2.0 | indirect |
| PyPI | pytest-xdist | 3.8.0 | indirect |
| PyPI | python-dateutil | 2.9.0.post0 | indirect |
| PyPI | python-dotenv | 1.2.1 | indirect |
| PyPI | pytz | 2025.2 | indirect |
| PyPI | pyzmq | 27.1.0 | indirect |
| PyPI | requests | 2.32.5 | indirect |
| PyPI | rich | 14.2.0 | indirect |
| PyPI | roman-numerals-py | 3.1.0 | indirect |
| PyPI | ruff | 0.8.3 | indirect |
| PyPI | setuptools | 80.9.0 | indirect |
| PyPI | shellingham | 1.5.4 | indirect |
| PyPI | six | 1.17.0 | indirect |
| PyPI | snowballstemmer | 3.0.1 | indirect |
| PyPI | soupsieve | 2.8 | indirect |
| PyPI | sphinx | — | indirect |
| PyPI | sphinx | 8.2.3 | indirect |
| PyPI | sphinx-autodoc-typehints | — | indirect |
| PyPI | sphinx-gallery | — | indirect |
| PyPI | sphinx-gallery | 0.20.0 | indirect |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | indirect |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | indirect |
| PyPI | sphinxcontrib-qthelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | indirect |
| PyPI | stack-data | 0.6.3 | indirect |
| PyPI | sympy | 1.14.0 | indirect |
| PyPI | tomli | 2.3.0 | indirect |
| PyPI | toolz | 1.1.0 | indirect |
| PyPI | torch | 2.7.1 | indirect |
| PyPI | tornado | 6.5.2 | indirect |
| PyPI | traitlets | 5.14.3 | indirect |
| PyPI | triton | 3.3.1 | indirect |
| PyPI | typing-extensions | 4.15.0 | indirect |
| PyPI | tzdata | 2025.2 | indirect |
| PyPI | urllib3 | 2.6.1 | indirect |
| PyPI | wadler-lindig | 0.1.7 | indirect |
| PyPI | wcwidth | 0.2.14 | indirect |
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 165278,
"has_wiki": true,
"homepage": "https://rosettacommons.github.io/atomworks/latest/",
"languages": {
"Python": 2544398,
"Makefile": 3392,
"JavaScript": 668
},
"pushed_at": "2026-07-10T23:01:06Z",
"created_at": "2025-08-14T01:25:27Z",
"owner_type": "Organization",
"updated_at": "2026-07-16T21:27:23Z",
"description": "A generalized computational framework for biomolecular modeling.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "BSD-3-Clause",
"default_branch": "production",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://www.rosettacommons.org",
"name": null,
"type": "Organization",
"login": "RosettaCommons",
"company": null,
"followers": 1164,
"avatar_url": "https://avatars.githubusercontent.com/u/3856847?v=4",
"created_at": "2013-03-13T18:27:11Z",
"is_verified": null,
"public_repos": 52,
"account_age_days": 4873
},
"activity": {
"releases_count": 9,
"commits_last_year": 415,
"latest_release_at": "2025-12-19T23:54:01Z",
"latest_release_tag": "v2.2.0",
"releases_from_tags": false,
"days_since_last_push": 6,
"active_weeks_last_year": 27,
"days_since_latest_release": 209,
"mean_days_between_releases": 15.4
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 50,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "atomworks",
"exists": true,
"license": null,
"keywords": [
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: BSD License",
"Natural Language :: English",
"Operating System :: MacOS",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX :: Linux",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: Implementation :: CPython",
"Topic :: Scientific/Engineering :: Bio-Informatics"
],
"ecosystem": "pypi",
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{
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{
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{
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{
"name": "Dangerous-Workflow",
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{
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{
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{
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{
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{
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{
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{
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"status": "met",
"details": [
{
"code": "owner_organization",
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],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
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"detail": "1,164 followers of RosettaCommons",
"points": 22,
"status": "partial",
"details": [
{
"code": "owner_followers",
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"count": 1164,
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],
"max_points": 25
},
{
"key": "track_record",
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"detail": "52 public repos, account ~13 yr old",
"points": 24.6,
"status": "partial",
"details": [
{
"code": "public_repos",
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"count": 52
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},
{
"code": "account_age_years",
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},
{
"key": "package_maintenance",
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"note": null,
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"components": [
{
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"status": "met",
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"max_points": 25
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{
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{
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{
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{
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"weight": 0.2,
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{
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{
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]
},
{
"key": "documentation",
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"value": 90,
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{
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"points": 25,
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{
"key": "documentation_homepage_site",
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],
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{
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{
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{
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{
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"status": "missed",
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{
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{
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"points": 7.5,
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{
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{
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"status": "missed",
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{
"key": "sast",
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"points": 3,
"status": "partial",
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{
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{
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{
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{
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"status": "missed",
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},
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"components": [
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{
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"status": "missed",
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"max_points": 45
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{
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}
],
"metrics_version": "1.13.0"
},
"warnings": [],
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"generated_at": "2026-07-17T03:07:01.152696Z",
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"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/rosettacommons/atomworks.svg",
"full_name": "rosettacommons/atomworks",
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"license_spdx": "BSD-3-Clause"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.11.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.